Estimating individualized treatment rules using outcome weighted learning

10.1080/01621459.2012.695674

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Bibliographic Details
Main Authors:	Zhao, Y., Zeng, D., Rush, A.J., Kosorok, M.R.
Other Authors:	DUKE-NUS GRADUATE MEDICAL SCHOOL S'PORE
Format:	Article
Published:	2014
Subjects:	Bayes classifier Cross-validation Dynamic treatment regime Individualized treatment rule Risk bound RKHS Weighted support vector machine
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/110062
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-110062
record_format	dspace
spelling	sg-nus-scholar.10635-1100622023-10-27T08:18:32Z Estimating individualized treatment rules using outcome weighted learning Zhao, Y. Zeng, D. Rush, A.J. Kosorok, M.R. DUKE-NUS GRADUATE MEDICAL SCHOOL S'PORE Bayes classifier Cross-validation Dynamic treatment regime Individualized treatment rule Risk bound RKHS Weighted support vector machine 10.1080/01621459.2012.695674 Journal of the American Statistical Association 107 499 1106-1118 2014-11-26T08:28:07Z 2014-11-26T08:28:07Z 2012 Article Zhao, Y., Zeng, D., Rush, A.J., Kosorok, M.R. (2012). Estimating individualized treatment rules using outcome weighted learning. Journal of the American Statistical Association 107 (499) : 1106-1118. ScholarBank@NUS Repository. https://doi.org/10.1080/01621459.2012.695674 01621459 http://scholarbank.nus.edu.sg/handle/10635/110062 000309793400027 Scopus
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Bayes classifier Cross-validation Dynamic treatment regime Individualized treatment rule Risk bound RKHS Weighted support vector machine
spellingShingle	Bayes classifier Cross-validation Dynamic treatment regime Individualized treatment rule Risk bound RKHS Weighted support vector machine Zhao, Y. Zeng, D. Rush, A.J. Kosorok, M.R. Estimating individualized treatment rules using outcome weighted learning
description	10.1080/01621459.2012.695674
author2	DUKE-NUS GRADUATE MEDICAL SCHOOL S'PORE
author_facet	DUKE-NUS GRADUATE MEDICAL SCHOOL S'PORE Zhao, Y. Zeng, D. Rush, A.J. Kosorok, M.R.
format	Article
author	Zhao, Y. Zeng, D. Rush, A.J. Kosorok, M.R.
author_sort	Zhao, Y.
title	Estimating individualized treatment rules using outcome weighted learning
title_short	Estimating individualized treatment rules using outcome weighted learning
title_full	Estimating individualized treatment rules using outcome weighted learning
title_fullStr	Estimating individualized treatment rules using outcome weighted learning
title_full_unstemmed	Estimating individualized treatment rules using outcome weighted learning
title_sort	estimating individualized treatment rules using outcome weighted learning
publishDate	2014
url	http://scholarbank.nus.edu.sg/handle/10635/110062
_version_	1781788793511084032

Estimating individualized treatment rules using outcome weighted learning

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